Run Chart Analysis

Sometimes I prefer a Run Chart over a Process Behavior Chart. To me, a Run Chart shows the data median rather than the mean and provides p-values for trends, mixtures, clusters, etc., plus number of runs vs. expected number of runs, length of runs, etc. I have found where to change the center line from mean to median, but the rest of the analysis eludes me. Can anyone tell me if JMP provides uch analysis (and where)?